{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 图像阈值"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1. 图像阈值"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "① ret, dst = cv2.threshold(src, thresh, maxval, type)\n",
    "\n",
    "- src： 输入图，只能输入单通道图像，通常来说为灰度图\n",
    "- thresh： 阈值\n",
    "- dst： 输出图\n",
    "- ret： 阈值\n",
    "- maxval： 当像素值超过了阈值 ( 或者小于阈值，根据 type 来决定 )，所赋予的值\n",
    "- type：二值化操作的类型，包含以下5种类型： \n",
    "- cv2.THRESH_BINARY           超过阈值部分取maxval ( 最大值 )，否则取0\n",
    "- cv2.THRESH_BINARY_INV    THRESH_BINARY的反转\n",
    "- cv2.THRESH_TRUNC            大于阈值部分设为阈值，否则不变\n",
    "- cv2.THRESH_TOZERO          大于阈值部分不改变，否则设为0\n",
    "- cv2.THRESH_TOZERO_INV  THRESH_TOZERO的反转"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-04-26T05:49:13.176946300Z",
     "start_time": "2024-04-26T05:49:11.555612100Z"
    }
   },
   "outputs": [],
   "source": [
    "import cv2  #opencv的缩写为cv2\n",
    "import matplotlib.pyplot as plt  # matplotlib库用于绘图展示\n",
    "\n",
    "# 魔法指令，直接展示图，Jupyter notebook特有\n",
    "%matplotlib inline   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-04-26T05:51:05.406364200Z",
     "start_time": "2024-04-26T05:51:04.198775400Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "127.0\n",
      "127.0\n",
      "127.0\n",
      "127.0\n",
      "127.0\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 6 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = cv2.imread('01_Picture/01_cat.jpg', cv2.IMREAD_COLOR)\n",
    "img_gray = cv2.imread('01_Picture/01_cat.jpg', cv2.IMREAD_GRAYSCALE)\n",
    "ret, thresh1 = cv2.threshold(img_gray, 127, 255, cv2.THRESH_BINARY)\n",
    "print(ret)\n",
    "ret, thresh2 = cv2.threshold(img_gray, 127, 255,\n",
    "                             cv2.THRESH_BINARY_INV)  # THRESH_BINARY_INV 相对 THRESH_BINARY 黑的变成白的，白的变成黑的       \n",
    "print(ret)\n",
    "ret, thresh3 = cv2.threshold(img_gray, 127, 255, cv2.THRESH_TRUNC)\n",
    "print(ret)\n",
    "ret, thresh4 = cv2.threshold(img_gray, 127, 255, cv2.THRESH_TOZERO)\n",
    "print(ret)\n",
    "ret, thresh5 = cv2.threshold(img_gray, 127, 255, cv2.THRESH_TOZERO_INV)\n",
    "print(ret)\n",
    "\n",
    "titles = ['original Image', 'BINARY', 'BINARY_INV', 'TRUNC', 'TOZERO', 'TOZERO_INV']\n",
    "images = [img, thresh1, thresh2, thresh3, thresh4, thresh5]\n",
    "\n",
    "for i in range(6):\n",
    "    plt.subplot(2, 3, i + 1), plt.imshow(images[i], 'gray')\n",
    "    plt.title(titles[i])\n",
    "    plt.xticks([]), plt.yticks([])\n",
    "plt.show()"
   ]
  }
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